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PyTorch implementation of Advantage Actor-Critic (A2C), Asynchronous Advantage Option-Critic (A2OC), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
repository for Successor Representations IWAI paper
Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
An implementation of Adaptive One-Class Support Vector Machine
Code repository for Bachelor's Thesis Arbitrage Opportunities on Decentralized Exchanges
Asymmetric SAC+VAE for tidy a desk
Fits an attributed stochastic block model for networks with multiple continuous attributes
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
A collection of important graph embedding, classification and representation learning papers with implementations.
A collection of research on knowledge graphs
Online Max-Margin Topic Models for Accurate and Fast Text Classification [release v0.1]
Repository for benchmarking graph neural networks
Pytorch implementation of β-VAE
Fast topic modeling platform
A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations
PHP scripts for downloading Dukascopy tick data.
A fast sandbox block game for testing strategic AI.
Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its ev
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Contrastively Disentangled Sequential Variational Audoencoder
LRU, LFU, FIFO cache C++ implementations
Training quantile models
Capsule Projection Networks (CapProNet) in pytorch, NeurIPS 2018
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.